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Prior Attention Network for Multi-Lesion Segmentation in Medical Images


Oct 10, 2021
Xiangyu Zhao, Peng Zhang, Fan Song, Chenbin Ma, Guangda Fan, Yangyang Sun, Youdan Feng, Guanglei Zhang

* 10 pages 

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DyStyle: Dynamic Neural Network for Multi-Attribute-Conditioned Style Editing


Sep 22, 2021
Bingchuan Li, Shaofei Cai, Wei Liu, Peng Zhang, Miao Hua, Qian He, Zili Yi

* 23 pages, 21 figures 

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Phy-Q: A Benchmark for Physical Reasoning


Aug 31, 2021
Cheng Xue, Vimukthini Pinto, Chathura Gamage, Ekaterina Nikonova, Peng Zhang, Jochen Renz

* For the associated website, see https://github.com/phy-q/benchmark 

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GCCAD: Graph Contrastive Coding for Anomaly Detection


Aug 17, 2021
Bo Chen, Jing Zhang, Xiaokang Zhang, Yuxiao Dong, Jian Song, Peng Zhang, Kaibo Xu, Evgeny Kharlamov, Jie Tang

* 14 pages, under review 

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Unsupervised Cross-Modal Distillation for Thermal Infrared Tracking


Jul 31, 2021
Jingxian Sun, Lichao Zhang, Yufei Zha, Abel Gonzalez-Garcia, Peng Zhang, Wei Huang, Yanning Zhang

* Accepted at ACM MM 2021. Code and models are available at https://github.com/zhanglichao/cmdTIRtracking 

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Hi-Phy: A Benchmark for Hierarchical Physical Reasoning


Jun 17, 2021
Cheng Xue, Vimukthini Pinto, Chathura Gamage, Peng Zhang, Jochen Renz


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WASE: Learning When to Attend for Speaker Extraction in Cocktail Party Environments


Jun 13, 2021
Yunzhe Hao, Jiaming Xu, Peng Zhang, Bo Xu

* Accepted by ICASSP 2021 

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Path-based Deep Network for Candidate Item Matching in Recommenders


May 18, 2021
Houyi Li, Zhihong Chen, Chenliang Li, Rong Xiao, Hongbo Deng, Peng Zhang, Yongchao Liu, Haihong Tang

* Accepted for publication in SIGIR2021 

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LGPMA: Complicated Table Structure Recognition with Local and Global Pyramid Mask Alignment


May 13, 2021
Liang Qiao, Zaisheng Li, Zhanzhan Cheng, Peng Zhang, Shiliang Pu, Yi Niu, Wenqi Ren, Wenming Tan, Fei Wu

* Accepted by ICDAR2021 

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VSR: A Unified Framework for Document Layout Analysis combining Vision, Semantics and Relations


May 13, 2021
Peng Zhang, Can Li, Liang Qiao, Zhanzhan Cheng, Shiliang Pu, Yi Niu, Fei Wu

* Accepted by ICDAR2021 

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GIPA: General Information Propagation Algorithm for Graph Learning


May 13, 2021
Qinkai Zheng, Houyi Li, Peng Zhang, Zhixiong Yang, Guowei Zhang, Xintan Zeng, Yongchao Liu

* 4 pages, 1 figure, technical report 

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A Feature Fusion-Net Using Deep Spatial Context Encoder and Nonstationary Joint Statistical Model for High Resolution SAR Image Classification


May 11, 2021
Wenkai Liang, Yan Wu, Ming Li, Peng Zhang, Yice Cao, Xin Hu

* 17 pages,11 figures 

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GraphTheta: A Distributed Graph Neural Network Learning System With Flexible Training Strategy


Apr 21, 2021
Houyi Li, Yongchao Liu, Yongyong Li, Bin Huang, Peng Zhang, Guowei Zhang, Xintan Zeng, Kefeng Deng, Wenguang Chen, Changhua He

* 15 pages, 9 figures, submitted to VLDB 2022 

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Quantum Machine Learning for Power System Stability Assessment


Apr 10, 2021
Yifan Zhou, Peng Zhang


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Learning Position and Target Consistency for Memory-based Video Object Segmentation


Apr 09, 2021
Li Hu, Peng Zhang, Bang Zhang, Pan Pan, Yinghui Xu, Rong Jin


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A review of artificial intelligence methods combined with Raman spectroscopy to identify the composition of substances


Apr 05, 2021
Liangrui Pan, Peng Zhang, Chalongrat Daengngam, Mitchai Chongcheawchamnan


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CogDL: An Extensive Toolkit for Deep Learning on Graphs


Mar 01, 2021
Yukuo Cen, Zhenyu Hou, Yan Wang, Qibin Chen, Yizhen Luo, Xingcheng Yao, Aohan Zeng, Shiguang Guo, Peng Zhang, Guohao Dai, Yu Wang, Chang Zhou, Hongxia Yang, Jie Tang


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D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention Mechanism


Feb 10, 2021
Xiangyu Zhao, Peng Zhang, Fan Song, Guangda Fan, Yangyang Sun, Yujia Wang, Zheyuan Tian, Luqi Zhang, Guanglei Zhang


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Neuro-Reachability of Networked Microgrids


Jan 13, 2021
Yifan Zhou, Peng Zhang


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Residual Matrix Product State for Machine Learning


Dec 22, 2020
Ye-Ming Meng, Jing Zhang, Peng Zhang, Chao Gao, Shi-Ju Ran


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Overcoming Language Priors with Self-supervised Learning for Visual Question Answering


Dec 17, 2020
Xi Zhu, Zhendong Mao, Chunxiao Liu, Peng Zhang, Bin Wang, Yongdong Zhang

* Accepted by IJCAI 2020 

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A New Many-Objective Evolutionary Algorithm Based on Determinantal Point Processes


Dec 15, 2020
Peng Zhang, Jinlong Li, Tengfei Li, Huanhuan Chen

* 12 pages, 2 figures 

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Audio-visual Speech Separation with Adversarially Disentangled Visual Representation


Nov 29, 2020
Peng Zhang, Jiaming Xu, Jing shi, Yunzhe Hao, Bo Xu

* 5 pages, 3 figures 

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Noise Reduction Technique for Raman Spectrum using Deep Learning Network


Sep 09, 2020
Liangrui Pan, Pronthep Pipitsunthonsan, Peng Zhang, Chalongrat Daengngam, Apidach Booranawong, Mitcham Chongcheawchamnan


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TensorCoder: Dimension-Wise Attention via Tensor Representation for Natural Language Modeling


Aug 12, 2020
Shuai Zhang, Peng Zhang, Xindian Ma, Junqiu Wei, Ningning Wang, Qun Liu


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TRIE: End-to-End Text Reading and Information Extraction for Document Understanding


May 27, 2020
Peng Zhang, Yunlu Xu, Zhanzhan Cheng, Shiliang Pu, Jing Lu, Liang Qiao, Yi Niu, Fei Wu


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Revisiting Regex Generation for Modeling Industrial Applications by Incorporating Byte Pair Encoder


May 06, 2020
Desheng Wang, Jiawei Liu, Xiang Qi, Baolin Sun, Peng Zhang


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Deep Reinforcement Learning (DRL): Another Perspective for Unsupervised Wireless Localization


Apr 09, 2020
You Li, Xin Hu, Yuan Zhuang, Zhouzheng Gao, Peng Zhang, Naser El-Sheimy


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Optimizing Streaming Parallelism on Heterogeneous Many-Core Architectures: A Machine Learning Based Approach


Mar 05, 2020
Peng Zhang, Jianbin Fang, Canqun Yang, Chun Huang, Tao Tang, Zheng Wang

* Accepted to be published at IEEE TPDS. arXiv admin note: substantial text overlap with arXiv:1802.02760 

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